Katy Ross

  1. Community
About
A PhD student working to understand carbon dynamics in the Falkland Island peatlands and the influence of land-use on the ecosystem exchange, organic geochemistry and microbiology of these environments.
Organisation
UKCEH - Soils & Land Use
Role
Member (Student)
Profile
https://twitter.com/girl_in_a_bog

Method themes

Complex systems

Process and data model integration
Model coupling
Integrated process models
Systems thinking
Feedback loops
Emergent behaviour
Environmental modelling
Complexity

Data acquisition and infrastructure

Data visualisation
Virtual labs
Streaming data
Data storage and processing
Citizen science
Sensors
Remote sensing
Environmental informatics
Environmental monitoring

Decision-making under Uncertainty

Influencing policy
Transparent evidense and open science
Trust
Communication of uncertainty
Uncertainty reasoning (incl. end-to-end uncertainties)
Underlying theories and representation (incl. Bayesian theories)
Decision-making
Uncertainty

Data Science Methods

Probabilistic modelling and optimisation
Deep learning
Machine learning core algorithms
Spatial statistics
Time series analysis/changepoint detection
Extreme value theory
General statistical theory and methods
Machine learning
Statistics